perf: [LS-2561] Stream compress multipart runs #666
angus-langchainAnnotations
1 warning and 2 notices
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benchmark
ubuntu-latest pipelines will use ubuntu-24.04 soon. For more details, see https://github.com/actions/runner-images/issues/10636
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Benchmark results:
python/langsmith/_internal/_background_thread.py#L1
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WARNING: the benchmark result may be unstable
* the standard deviation (100 ms) is 15% of the mean (686 ms)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
create_5_000_run_trees: Mean +- std dev: 686 ms +- 100 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (192 ms) is 14% of the mean (1.38 sec)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
create_10_000_run_trees: Mean +- std dev: 1.38 sec +- 0.19 sec
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WARNING: the benchmark result may be unstable
* the standard deviation (207 ms) is 14% of the mean (1.44 sec)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
create_20_000_run_trees: Mean +- std dev: 1.44 sec +- 0.21 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 694 us +- 3 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 24.8 ms +- 0.3 ms
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dumps_class_nested_py_leaf_100x200: Mean +- std dev: 104 ms +- 2 ms
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dumps_dataclass_nested_50x100: Mean +- std dev: 25.2 ms +- 0.2 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (16.8 ms) is 23% of the mean (72.3 ms)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
dumps_pydantic_nested_50x100: Mean +- std dev: 72.3 ms +- 16.8 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 198 ms +- 3 ms
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Comparison against main:
python/langsmith/_internal/_background_thread.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 224 ms | 198 ms: 1.13x faster |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 722 ms | 686 ms: 1.05x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 25.5 ms | 24.8 ms: 1.03x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.7 ms | 25.2 ms: 1.02x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 706 us | 694 us: 1.02x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 104 ms | 104 ms: 1.00x faster |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.37 sec | 1.38 sec: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.42 sec | 1.44 sec: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 68.6 ms | 72.3 ms: 1.05x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.02x faster |
+-----------------------------------------------+----------+------------------------+
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